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desla

Desparsified Lasso Inference for Time Series

Calculates the desparsified lasso as originally introduced in van de Geer et al. (2014) <doi:10.1214/14-AOS1221>, and provides inference suitable for high-dimensional time series, based on the long run covariance estimator in Adamek et al. (2020) <doi:10.48550/arXiv.2007.10952>. Also estimates high-dimensional local projections by the desparsified lasso, as described in Adamek et al. (2022) <doi:10.48550/arXiv.2209.03218>.

Versions across snapshots

VersionRepositoryFileSize
0.3.1 rolling linux/jammy R-4.5 desla_0.3.1.tar.gz 650.0 KiB
0.3.1 rolling linux/noble R-4.5 desla_0.3.1.tar.gz 658.9 KiB
0.3.1 rolling source/ R- desla_0.3.1.tar.gz 446.8 KiB
0.3.1 latest linux/jammy R-4.5 desla_0.3.1.tar.gz 650.0 KiB
0.3.1 latest linux/noble R-4.5 desla_0.3.1.tar.gz 658.9 KiB
0.3.1 latest source/ R- desla_0.3.1.tar.gz 446.8 KiB
0.3.1 2026-04-26 source/ R- desla_0.3.1.tar.gz 446.8 KiB
0.3.1 2026-04-23 source/ R- desla_0.3.1.tar.gz 446.8 KiB
0.3.1 2026-04-09 windows/windows R-4.5 desla_0.3.1.zip 1.0 MiB
0.3.0 2025-04-20 source/ R- desla_0.3.0.tar.gz 51.9 KiB

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